State Government Policy Responses to the COVID-19 Pandemic in the United States 2020-2022: Concordant Heterogeneity?

James A Koziol, Jan E Schnitzer
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Abstract

Objectives: We investigate governmental responses to the COVID-19 pandemic on a statewide basis between January 2020 and June 2022, together with mortality rates attributable to COVID-19 over the same period. Our aim is to demarcate the states' responses, and examine whether these differential responses are associated with COVID-19 mortality.

Methods: Our study is based on individual state data from the Oxford COVID-19 Government Response Tracker, OxCGRT. We focus on the Government Response Index, the most comprehensive index tracked in the OxCGRT dataset. We use multivariate techniques to group the states into clusters relative to their similarities on the Government Response Index, and determine mortality rates attributable to COVID-19 in the individual groups.

Results: We find that the Government Response Index was sustained at relatively constant levels in the states, with two major transition periods: a rapid rise in stringency during April through June of 2020, and a gradual decline in May and June of 2021. Heterogeneity in the Government Response Index dramatically increased in 2022. No consistent patterns emerge when relating government stringency measures with COVID-19 mortality rates.

Conclusions: There is inconsistent evidence that increased governmental stringency is associated with lower COVID-19 mortality; judicious selection of time frames can lead to contrasting inferences. Political trends and motivations appear to have an outsized influence on governmental responses to the COVID-19 public health crisis, to the detriment of the populace.

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各州政府对 2020-2022 年美国 COVID-19 大流行的政策回应:一致性异质性?
目标:我们调查了 2020 年 1 月至 2022 年 6 月期间各州政府对 COVID-19 大流行采取的应对措施,以及同期 COVID-19 导致的死亡率。我们的目的是划分各州的应对措施,并研究这些不同的应对措施是否与 COVID-19 死亡率相关:我们的研究基于牛津 COVID-19 政府响应追踪系统(OxCGRT)中的各州数据。我们重点关注政府响应指数,这是 OxCGRT 数据集中跟踪的最全面的指数。我们使用多元技术,根据各州在政府响应指数上的相似性将其分组,并确定各组中 COVID-19 导致的死亡率:结果:我们发现,各州的政府应对指数维持在相对稳定的水平,其中有两个主要过渡期:2020 年 4 月至 6 月期间,严格程度迅速上升,2021 年 5 月至 6 月期间,严格程度逐渐下降。2022 年,政府反应指数的异质性急剧增加。在将政府严格措施与 COVID-19 死亡率联系起来时,没有发现一致的模式:有不一致的证据表明,政府严格程度的提高与 COVID-19 死亡率的降低有关;明智地选择时间框架可得出截然不同的推论。政治趋势和动机似乎对政府应对 COVID-19 公共卫生危机产生了极大的影响,从而损害了民众的利益。
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